Articles with "generalized neural" as a keyword



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Algebraic Properties of Cores of Generalized Neurofunctions

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Published in 2018 at "Cybernetics and Systems Analysis"

DOI: 10.1007/s10559-018-0090-4

Abstract: This paper considers generalized neural elements and identifies the conditions for implementation of functions of algebra of logic from these elements. We introduce the concept of a modified core of Boolean functions with respect to… read more here.

Keywords: cores generalized; algebraic properties; properties cores; generalized neural ... See more keywords
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Improved Extended Dissipativity Results for T-S Fuzzy Generalized Neural Networks With Mixed Interval Time-Varying Delays

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Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2021.3139633

Abstract: The asymptotic stability and extended dissipativity performance of T-S fuzzy generalized neural networks (GNNs) with mixed interval time-varying delays are investigated in this paper. It is noted that this is the first time that extended… read more here.

Keywords: dissipativity; time; dissipativity performance; generalized neural ... See more keywords
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Improved Stability Analysis Results of Generalized Neural Networks With Time-Varying Delays.

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Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3159625

Abstract: This article studies the stability problem of generalized neural networks (GNNs) with time-varying delay. The delay has two cases: the first case is that the delay's derivative has only upper bound, the other case has… read more here.

Keywords: neural networks; generalized neural; improved stability; stability ... See more keywords